Stability and Generalization of Bilevel Programming in Hyperparameter Optimization.
Fan BaoGuoqiang WuChongxuan LiJun ZhuBo ZhangPublished in: CoRR (2021)
Keyphrases
- bilevel programming
- optimality conditions
- grid search
- convex programming
- nonlinear bilevel programming
- convergence analysis
- coal mining
- upper level
- nonlinear programming
- optimization algorithm
- global convergence
- network flow
- mathematical programming
- interior point methods
- optimization problems
- gaussian processes
- constrained optimization
- gaussian process